"""simple docstring"""






import os
import textwrap

import pyarrow as pa
import pytest

from datasets import ClassLabel, Features, Image
from datasets.packaged_modules.csv.csv import Csv

from ..utils import require_pil

@pytest.fixture
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Dict	)					->			str:
						a_				:      int  		=       tmp_path / "file.csv"
						a_				:      Union[str, Any]  		=       textwrap.dedent(
						    "\\n        header1,header2\n        1,2\n        10,20\n        "	)
						with open(lowercase_		,      "w"	) as f:
												f.write(lowercase_	)
						return str(lowercase_	)

@pytest.fixture
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Dict	)					->			int:
						a_				:      int  		=       tmp_path / "malformed_file.csv"
						a_				:      List[Any]  		=       textwrap.dedent(
						    "\\n        header1,header2\n        1,2\n        10,20,\n        "	)
						with open(lowercase_		,      "w"	) as f:
												f.write(lowercase_	)
						return str(lowercase_	)

@pytest.fixture
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:str		,      _SCREAMING_SNAKE_CASE						:Optional[Any]	)					->			List[Any]:
						a_				:      Optional[Any]  		=       tmp_path / "csv_with_image.csv"
						a_				:      Optional[int]  		=       textwrap.dedent(
						    F'''\\n        image\n        {image_file}\n        '''	)
						with open(lowercase_		,      "w"	) as f:
												f.write(lowercase_	)
						return str(lowercase_	)

@pytest.fixture
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Any	)					->			str:
						a_				:      List[Any]  		=       tmp_path / "csv_with_label.csv"
						a_				:      List[str]  		=       textwrap.dedent(
						    "\\n        label\n        good\n        bad\n        good\n        "	)
						with open(lowercase_		,      "w"	) as f:
												f.write(lowercase_	)
						return str(lowercase_	)

@pytest.fixture
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Optional[int]	)					->			Tuple:
						a_				:      Optional[int]  		=       tmp_path / "csv_with_int_list.csv"
						a_				:      str  		=       textwrap.dedent(
						    "\\n        int_list\n        1 2 3\n        4 5 6\n        7 8 9\n        "	)
						with open(lowercase_		,      "w"	) as f:
												f.write(lowercase_	)
						return str(lowercase_	)

def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:str		,      _SCREAMING_SNAKE_CASE						:List[str]		,      _SCREAMING_SNAKE_CASE						:Tuple	)					->			Union[str, Any]:
						a_				:      Any  		=       Csv()
						a_				:      Optional[Any]  		=       csv._generate_tables([[csv_file, malformed_csv_file]]	)
						with pytest.raises(lowercase_		,      match="Error tokenizing data"	):
												for _ in generator:
																		pass
						assert any(
						    record.levelname == "ERROR"
						    and "Failed to read file" in record.message
						    and os.path.basename(lowercase_	) in record.message
						    for record in caplog.records	)

@require_pil
def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Optional[int]	)					->			Any:




						with open(lowercase_		,      encoding="utf-8"	) as f:
												a_				:      Optional[int]  		=       f.read().splitlines()[1]
						a_				:      int  		=       Csv(encoding="utf-8"		,      features=Features({"image": Image()}	)	)
						a_				:      Tuple  		=       csv._generate_tables([[csv_file_with_image]]	)
						a_				:      Tuple  		=       pa.concat_tables([table for _, table in generator]	)
						assert pa_table.schema.field("image"	).type == Image()()
						a_				:      List[str]  		=       pa_table.to_pydict()["image"]
						assert generated_content == [{"path": image_file, "bytes": None}]

def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:Dict	)					->			int:




						with open(lowercase_		,      encoding="utf-8"	) as f:
												a_				:      List[Any]  		=       f.read().splitlines()[1:]
						a_				:      Optional[int]  		=       Csv(encoding="utf-8"		,      features=Features({"label": ClassLabel(names=["good", "bad"]	)}	)	)
						a_				:      str  		=       csv._generate_tables([[csv_file_with_label]]	)
						a_				:      List[str]  		=       pa.concat_tables([table for _, table in generator]	)
						assert pa_table.schema.field("label"	).type == ClassLabel(names=["good", "bad"]	)()
						a_				:      Any  		=       pa_table.to_pydict()["label"]
						assert generated_content == [ClassLabel(names=["good", "bad"]	).straint(lowercase_	) for label in labels]



def 			lowerCAmelCase_   (_SCREAMING_SNAKE_CASE						:int	)					->			str:
						a_				:      Optional[int]  		=       Csv(encoding="utf-8"		,      sep=","		,      converters={"int_list": lambda _SCREAMING_SNAKE_CASE	: [int(lowercase_	) for i in x.split()]}	)
						a_				:      Optional[Any]  		=       csv._generate_tables([[csv_file_with_int_list]]	)
						a_				:      Dict  		=       pa.concat_tables([table for _, table in generator]	)
						assert pa.types.is_list(pa_table.schema.field("int_list"	).type	)
						a_				:      List[str]  		=       pa_table.to_pydict()["int_list"]
						assert generated_content == [[1, 2, 3], [4, 5, 6], [7, 8, 9]]












'''simple docstring'''







# tests directory-specific settings - this file is run automatically
# by pytest before any tests are run

import sys
import warnings
from os.path import abspath, dirname, join


# allow having multiple repository checkouts and not needing to remember to rerun
# 'pip install -e .[dev]' when switching between checkouts and running tests.
__lowerCAmelCase        =							abspath(join(dirname(dirname(dirname(__file__))), "src"))
sys.path.insert(1, git_repo_path)


# silence FutureWarning warnings in tests since often we can't act on them until
# they become normal warnings - i.e. the tests still need to test the current functionality
warnings.simplefilter(action="ignore", category=FutureWarning)


def       __UpperCamelCase					(      lowercase_       :  Dict   ):
       """simple docstring"""




       from transformers.testing_utils import pytest_addoption_shared

       pytest_addoption_shared(lowercase_   )


def       __UpperCamelCase					(      lowercase_       :  List[Any]   ):
       """simple docstring"""




       from transformers.testing_utils import pytest_terminal_summary_main

       a_						     =			terminalreporter.config.getoption('--make-reports'   )
       if make_reports:
              pytest_terminal_summary_main(lowercase_   ,       id=lowercase_   )




